Task Evidence
Brain-Mets-Lung-MRI-Path-Segs · extracranial_metastasis_at_diagnosis (Brain-Mets-Lung-MRI-Path-Segs__extracranial_mets_at_dx)
Diagnostic Pathology / Anatomic Staging, Invasion & Metastatic Burden
Inspect benchmark evidence for one task at a time: who leads, how stable the split-level results are, and which neighbouring tasks are likely to transfer intuition.
clsL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic BurdenbrainH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- Brain-Mets-Lung-MRI-Path-Segs__extracranial_mets_at_dx
- dataset_name
- Brain-Mets-Lung-MRI-Path-Segs
- task_name
- extracranial_metastasis_at_diagnosis
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- binary
- num_classes
- 2
- labels
- {"0": "Yes", "1": "No"}
Biology
- organ
- brain
- stain
- H&E
- specimen_type
- resection
- timepoint
- metastatic_or_recurrence
- disease
- 肺癌（脑转移）
Scale & Labels
- patient_n
- 103
- slide_n
- 111
- label_source
- clinical_baseline
- label_visibility
- unknown
Result Evidence
- result_tier
- Informative
- result_quality_score
- 61.3
- result_flags
- floor
- result_tier_reason
- Clear model separation: significant-win density 0.147.Best observed mean is near the metric floor: 0.526.
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